前面我们基本学习了HDFS的原理,hadoop环境的搭建,下面开始正式的实践,语言以java为主。这一节来看一下HDFS的java操作。
1 环境准备
上一篇说了windows下搭建hadoop环境,开始之前先启动hadoop。我本地的编译器是idea。搭建maven工程:
pom.xml文件:
<dependencies>
<dependency>
<groupId>junit</groupId>
<artifactId>junit</artifactId>
<version>4.12</version>
<scope>test</scope>
</dependency>
<dependency>
<groupId>org.apache.hadoop</groupId>
<artifactId>hadoop-common</artifactId>
<version>2.7.3</version>
</dependency>
<dependency>
<groupId>org.apache.hadoop</groupId>
<artifactId>hadoop-hdfs</artifactId>
<version>2.7.3</version>
</dependency>
<dependency>
<groupId>org.apache.hadoop</groupId>
<artifactId>hadoop-mapreduce-client-core</artifactId>
<version>2.7.3</version>
</dependency>
<dependency>
<groupId>org.apache.hadoop</groupId>
<artifactId>hadoop-mapreduce-client-jobclient</artifactId>
<version>2.7.3</version>
</dependency>
<dependency>
<groupId>log4j</groupId>
<artifactId>log4j</artifactId>
<version>1.2.17</version>
</dependency>
</dependencies>
新建测试类:FileOperator.java
import org.apache.commons.compress.utils.IOUtils;
import org.apache.hadoop.conf.Configuration;
import org.apache.hadoop.fs.*;
import org.apache.hadoop.fs.permission.FsPermission;
import org.apache.hadoop.hdfs.DistributedFileSystem;
import org.junit.Before;
import org.junit.Test;
import org.slf4j.Logger;
import org.slf4j.LoggerFactory;
import java.io.File;
import java.io.FileInputStream;
import java.io.FileOutputStream;
import java.io.InputStream;
import java.net.URI;
import java.text.SimpleDateFormat;
import java.util.Date;
/**
* Created by Administrator on 2017/12/3.
*/
public class FileOperator {
private static final Logger logger = LoggerFactory.getLogger(FileOperator.class);
public static DistributedFileSystem dfs=null;
public static String nameNodeUri="hdfs://localhost:9000";
@Before
public void initFileSystem() throws Exception{
logger.info("initial hadoop env----");
dfs=new DistributedFileSystem();
dfs.initialize(new URI(nameNodeUri), new Configuration());
logger.info("connection is successful");
Path workingDirectory = dfs.getWorkingDirectory();
System.out.println("current workspace is :"+workingDirectory);
}
/**
* 创建文件夹
* @throws Exception
*/
@Test
public void testMkDir() throws Exception{
boolean res = dfs.mkdirs(new Path("/test/aaa/bbb"));
System.out.println("目录创建结果:"+(res?"创建成功":"创建失败"));
}
/**
* 删除目录/文件
* @throws Exception
*/
@Test
public void testDeleteDir() throws Exception{
dfs.delete(new Path("/test/aaa/bbb"), false);
}
/**
* 获取指定目录下所有文件(忽略目录)
* @throws Exception
* @throws IllegalArgumentException
*/
@Test
public void testFileList() throws Exception{
RemoteIterator<LocatedFileStatus> listFiles = dfs.listFiles(new Path("/"), true);
SimpleDateFormat sdf=new SimpleDateFormat("yyyy-MM-dd HH:mm:ss.SSS");
while (listFiles.hasNext()) {
LocatedFileStatus fileStatus = (LocatedFileStatus) listFiles.next();
//权限
FsPermission permission = fileStatus.getPermission();
//拥有者
String owner = fileStatus.getOwner();
//组
String group = fileStatus.getGroup();
//文件大小byte
long len = fileStatus.getLen();
long modificationTime = fileStatus.getModificationTime();
Path path = fileStatus.getPath();
System.out.println("-------------------------------");
System.out.println("permission:"+permission);
System.out.println("owner:"+owner);
System.out.println("group:"+group);
System.out.println("len:"+len);
System.out.println("modificationTime:"+sdf.format(new Date(modificationTime)));
System.out.println("path:"+path);
}
}
/**
* 【完整】文件上传
* 注意:文件上传在Window开发环境下,使用apache-common提供的<code>org.apache.commons.io.IOUtils.copy</code>可能存在问题
*/
@Test
public void testUploadFullFile() throws Exception{
FSDataOutputStream out = dfs.create(new Path("/test/aaa/testFile.txt"), true);
InputStream in = new FileInputStream("F:\\test\\cluster\\input\\testFile.txt");
IOUtils.copy(in, out);
System.out.println("上传完毕");
}
/**
* 【分段|部分】文件上传
* 注意:文件上传在Window开发环境下,使用apache-common提供的<code>org.apache.commons.io.IOUtils.copy</code>可能存在问题
*/
@Test
public void testUploadFile2() throws Exception{
FSDataOutputStream out = dfs.create(new Path("/test/aaa/testFile1.txt"), true);
InputStream in = new FileInputStream("F:\\test\\cluster\\input\\testFile.txt");
org.apache.commons.io.IOUtils.copyLarge(in, out, 6, 12);
System.out.println("上传完毕");
}
/**
* 【完整】下载文件
* 注意:windows开发平台下,使用如下API
*/
@Test
public void testDownloadFile() throws Exception{
//使用Java API进行I/O,设置useRawLocalFileSystem=true
dfs.copyToLocalFile(false,new Path("/test/aaa/testFile.txt"),
new Path("E:/"),true);
System.out.println("下载完成");
}
/**
* 【部分】下载文件
*/
@Test
public void testDownloadFile2() throws Exception{
//使用Java API进行I/O,设置useRawLocalFileSystem=true
FSDataInputStream src = dfs.open(new Path("/test/aaa/testFile.txt"));
FileOutputStream des = new FileOutputStream(new File("E:/","download_testFile.txt"));
src.seek(6);
org.apache.commons.io.IOUtils.copy(src, des);
System.out.println("下载完成");
}
}
代码如上,如要使用请调整相关目录。